norman 0.0.4

Implementations of different norms for elements of vector spaces
Documentation 
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/******************************************************************************
 * Copyright 2019 Manuel Simon
 * This file is part of the norman library.
 *
 * Licensed under the Apache License, Version 2.0 <LICENSE-APACHE or
 * https://www.apache.org/licenses/LICENSE-2.0> or the MIT license
 * <LICENSE-MIT or https://opensource.org/licenses/MIT>, at your
 * option. This file may not be copied, modified, or distributed
 * except according to those terms.
 *****************************************************************************/

//! Implementations of the norm traits on the collections `Vec` and `VecDeque`
//! from the standard library.

use std::collections::VecDeque;

use num_traits::{Num, Float};

use crate::{Norm, Distance};
use crate::desc::{Abs, Sup, PNorm, PNormReal};
use crate::utility::{supnorm_iterable, pnorm_iterable, pnorm_real_iterable};

impl<T: Norm<Abs, Output = R>, R: Num + PartialOrd> Norm<Sup> for Vec<T> {
    type Output = <T as Norm<Abs>>::Output;
    fn norm(&self, _desc: Sup) -> <Self as Norm<Sup>>::Output {
        supnorm_iterable(self.iter().map(|a| a.norm(Abs::new())))
    }
}

impl<T: Norm<Abs, Output = R>, R: Float + From<f32>> Norm<PNorm> for Vec<T> {
    type Output = <T as Norm<Abs>>::Output;
    fn norm(&self, desc: PNorm) -> <Self as Norm<PNorm>>::Output {
        pnorm_iterable(self.iter().map(|a| a.norm(Abs::new())), desc)
    }
}

impl<T: Norm<Abs, Output = R>, R: Float + From<f32>> Norm<PNormReal> for Vec<T> {
    type Output = <T as Norm<Abs>>::Output;
    fn norm(&self, desc: PNormReal) -> <Self as Norm<PNormReal>>::Output {
        pnorm_real_iterable(self.iter().map(|a| a.norm(Abs::new())), desc)
    }
}

impl<T: Distance<Abs, Output = R>, R: Num + PartialOrd> Distance<Sup> for Vec<T> {
    type Output = <T as Distance<Abs>>::Output;
    fn distance(&self, other: &Self, _desc: Sup) -> <Self as Distance<Sup>>::Output {
        assert_eq!(
            self.len(), other.len(),
            "Sizes of Vecs do not match. Left: {}; Right: {}.",
            self.len(), other.len()
        );
        supnorm_iterable(self.iter().zip(other).map(|(a, b)| a.distance(b, Abs::new())))
    }
}

impl<T: Distance<Abs, Output = R>, R: Float + From<f32>> Distance<PNorm> for Vec<T> {
    type Output = <T as Distance<Abs>>::Output;
    fn distance(&self, other: &Self, desc: PNorm) -> <Self as Distance<PNorm>>::Output {
        assert_eq!(
            self.len(), other.len(),
            "Sizes of Vecs do not match. Left: {}; Right: {}.",
            self.len(), other.len()
        );
        pnorm_iterable(self.iter().zip(other).map(|(a, b)| a.distance(b, Abs::new())), desc)
    }
}

impl<T: Distance<Abs, Output = R>, R: Float + From<f32>> Distance<PNormReal> for Vec<T> {
    type Output = <T as Distance<Abs>>::Output;
    fn distance(&self, other: &Self, desc: PNormReal) -> <Self as Distance<PNormReal>>::Output {
        assert_eq!(
            self.len(), other.len(),
            "Sizes of Vecs do not match. Left: {}; Right: {}.",
            self.len(), other.len()
        );
        pnorm_real_iterable(self.iter().zip(other).map(|(a, b)| a.distance(b, Abs::new())), desc)
    }
}


impl<T: Norm<Abs, Output = R>, R: Num + PartialOrd> Norm<Sup> for VecDeque<T> {
    type Output = <T as Norm<Abs>>::Output;
    fn norm(&self, _desc: Sup) -> <Self as Norm<Sup>>::Output {
        supnorm_iterable(self.iter().map(|a| a.norm(Abs::new())))
    }
}

impl<T: Norm<Abs, Output = R>, R: Float + From<f32>> Norm<PNorm> for VecDeque<T> {
    type Output = <T as Norm<Abs>>::Output;
    fn norm(&self, desc: PNorm) -> <Self as Norm<PNorm>>::Output {
        pnorm_iterable(self.iter().map(|a| a.norm(Abs::new())), desc)
    }
}

impl<T: Norm<Abs, Output = R>, R: Float + From<f32>> Norm<PNormReal> for VecDeque<T> {
    type Output = <T as Norm<Abs>>::Output;
    fn norm(&self, desc: PNormReal) -> <Self as Norm<PNormReal>>::Output {
        pnorm_real_iterable(self.iter().map(|a| a.norm(Abs::new())), desc)
    }
}

impl<T: Distance<Abs, Output = R>, R: Num + PartialOrd> Distance<Sup> for VecDeque<T> {
    type Output = <T as Distance<Abs>>::Output;
    fn distance(&self, other: &Self, _desc: Sup) -> <Self as Distance<Sup>>::Output {
        assert_eq!(
            self.len(), other.len(),
            "Sizes of VecDeques do not match. Left: {}; Right: {}.",
            self.len(), other.len()
        );
        supnorm_iterable(self.iter().zip(other).map(|(a, b)| a.distance(b, Abs::new())))
    }
}

impl<T: Distance<Abs, Output = R>, R: Float + From<f32>> Distance<PNorm> for VecDeque<T> {
    type Output = <T as Distance<Abs>>::Output;
    fn distance(&self, other: &Self, desc: PNorm) -> <Self as Distance<PNorm>>::Output {
        assert_eq!(
            self.len(), other.len(),
            "Sizes of VecDeques do not match. Left: {}; Right: {}.",
            self.len(), other.len()
        );
        pnorm_iterable(self.iter().zip(other).map(|(a, b)| a.distance(b, Abs::new())), desc)
    }
}

impl<T: Distance<Abs, Output = R>, R: Float + From<f32>> Distance<PNormReal> for VecDeque<T> {
    type Output = <T as Distance<Abs>>::Output;
    fn distance(&self, other: &Self, desc: PNormReal) -> <Self as Distance<PNormReal>>::Output {
        assert_eq!(
            self.len(), other.len(),
            "Sizes of VecDeques do not match. Left: {}; Right: {}.",
            self.len(), other.len()
        );
        pnorm_real_iterable(self.iter().zip(other).map(|(a, b)| a.distance(b, Abs::new())), desc)
    }
}

#[cfg(test)]
mod tests {
    use std::collections::VecDeque;

    use crate::{Norm, Distance};
    use crate::desc::{Sup, PNorm, PNormReal};

    #[test]
    fn supnorm_vec() {
        let a = vec![3.0f32, -4.0, 2.0];
        assert_eq!(a.norm(Sup::new()), 4.0);
        let b = vec![2.0f32, 2.0, 2.0];
        assert_eq!(a.distance(&b, Sup::new()), 6.0);
    }

    #[test]
    fn pnorm_vec() {
        let a = vec![3.0f32, -4.0, 2.0];
        assert_eq!(a.norm(PNorm::new(2)), 29.0f32.sqrt());
        let b = vec![2.0f32, 2.0, 2.0];
        assert_eq!(a.distance(&b, PNorm::new(2)), 37.0f32.sqrt());
    }

    #[test]
    fn pnorm_real_vec() {
        let a = vec![3.0f32, -4.0, 2.0];
        assert_eq!(a.norm(PNormReal::from_f32(2.0)), 29.0f32.sqrt());
        let b = vec![2.0f32, 2.0, 2.0];
        assert_eq!(a.distance(&b, PNormReal::from_f32(2.0)), 37.0f32.sqrt());
    }

    #[test]
    fn supnorm_vec_deque() {
        let a = vec![3.0f32, -4.0, 2.0];
        assert_eq!(a.norm(Sup::new()), 4.0);
        let b = vec![2.0f32, 2.0, 2.0];
        assert_eq!(a.distance(&b, Sup::new()), 6.0);
    }

    #[test]
    fn pnorm_vec_deque() {
        let a = VecDeque::from(vec![3.0f32, -4.0, 2.0]);
        assert_eq!(a.norm(PNorm::new(2)), 29.0f32.sqrt());
        let b = VecDeque::from(vec![2.0f32, 2.0, 2.0]);
        assert_eq!(a.distance(&b, PNorm::new(2)), 37.0f32.sqrt());
    }

    #[test]
    fn pnorm_real_vec_deque() {
        let a = VecDeque::from(vec![3.0f32, -4.0, 2.0]);
        assert_eq!(a.norm(PNormReal::from_f32(2.0)), 29.0f32.sqrt());
        let b = VecDeque::from(vec![2.0f32, 2.0, 2.0]);
        assert_eq!(a.distance(&b, PNormReal::from_f32(2.0)), 37.0f32.sqrt());
    }
}